autoprognosis package

Subpackages

• autoprognosis.apps package
  • Subpackages
    • autoprognosis.apps.common package
      • Submodules
    • autoprognosis.apps.extras package
      • Submodules
• autoprognosis.deploy package
  • Submodules
    • autoprognosis.deploy.build module
      • Builder
      • BuilderProgress
      • worker()
    • autoprognosis.deploy.proto module
      • BaseAppProto
      • NewClassificationAppProto
      • NewRiskEstimationAppProto
    • autoprognosis.deploy.run module
      • get_app_name()
      • is_app_server_running()
      • load_depends()
      • run_server_streamlit()
      • start_app_server()
      • stop_app_server()
    • autoprognosis.deploy.utils module
      • file_copy()
      • file_md5()
      • get_ports()
      • is_local_port_open()
• autoprognosis.exceptions package
  • BuildCancelled
    • BuildCancelled.args
    • BuildCancelled.with_traceback()
  • StudyCancelled
    • StudyCancelled.args
    • StudyCancelled.with_traceback()
• autoprognosis.explorers package
  • Subpackages
    • autoprognosis.explorers.core package
      • Subpackages
      • Submodules
  • Submodules
    • autoprognosis.explorers.classifiers module
      • ClassifierSeeker
    • autoprognosis.explorers.classifiers_combos module
      • EnsembleSeeker
    • autoprognosis.explorers.regression module
      • RegressionSeeker
    • autoprognosis.explorers.regression_combos module
      • RegressionEnsembleSeeker
    • autoprognosis.explorers.risk_estimation module
      • RiskEstimatorSeeker
    • autoprognosis.explorers.risk_estimation_combos module
      • RiskEnsembleSeeker
• autoprognosis.hooks package
  • Submodules
    • autoprognosis.hooks.base module
      • Hooks
    • autoprognosis.hooks.default module
      • DefaultHooks
• autoprognosis.plugins package
  • Plugins
    • Plugins.add()
    • Plugins.get()
    • Plugins.get_any_type()
    • Plugins.get_type()
    • Plugins.list()
    • Plugins.list_available()
  • group()
  • Subpackages
    • autoprognosis.plugins.core package
      • Submodules
    • autoprognosis.plugins.ensemble package
      • Submodules
    • autoprognosis.plugins.explainers package
      • ExplainerPlugin
      • Explainers
      • Submodules
    • autoprognosis.plugins.imputers package
      • ImputerPlugin
      • Imputers
      • Submodules
    • autoprognosis.plugins.pipeline package
      • Pipeline()
      • PipelineMeta
      • Submodules
    • autoprognosis.plugins.prediction package
      • PredictionPlugin
      • Predictions
      • Subpackages
      • Submodules
    • autoprognosis.plugins.preprocessors package
      • PreprocessorPlugin
      • Preprocessors
      • Subpackages
      • Submodules
    • autoprognosis.plugins.uncertainty package
      • UncertaintyPlugin
      • UncertaintyQuantification
      • Submodules
    • autoprognosis.plugins.utils package
      • Submodules
• autoprognosis.studies package
  • Submodules
    • autoprognosis.studies._base module
      • Study
    • autoprognosis.studies.classifiers module
      • ClassifierStudy
    • autoprognosis.studies.regression module
      • RegressionStudy
    • autoprognosis.studies.risk_estimation module
      • RiskEstimationStudy
• autoprognosis.utils package
  • Subpackages
    • autoprognosis.utils.third_party package
      • Submodules
  • Submodules
    • autoprognosis.utils.data_encoder module
      • ContinuousDataEncoder
      • DatetimeEncoder
      • EncodersCallbacks
      • dataframe_encode()
    • autoprognosis.utils.distributions module
      • enable_reproducible_results()
    • autoprognosis.utils.encoder module
      • numpy_encoder
    • autoprognosis.utils.metrics module
      • evaluate_auc()
      • evaluate_brier_score()
      • evaluate_c_index()
      • generate_score()
      • get_y_pred_proba_hlpr()
      • print_score()
    • autoprognosis.utils.pandas module
      • compress_df()
      • optimize_floats()
      • optimize_ints()
      • optimize_objects()
      • read_csv_compressed()
    • autoprognosis.utils.parallel module
      • n_learner_jobs()
      • n_opt_jobs()
    • autoprognosis.utils.redis module
      • RedisBackend
    • autoprognosis.utils.risk_estimation module
      • generate_dataset_for_horizon()
      • survival_probability_calibration()
    • autoprognosis.utils.serialization module
      • dataframe_hash()
      • load()
      • load_from_file()
      • load_model()
      • load_model_from_file()
      • save()
      • save_model()
      • save_model_to_file()
      • save_to_file()
    • autoprognosis.utils.tester module
      • classifier_metrics
      • evaluate_estimator()
      • evaluate_estimator_multiple_seeds()
      • evaluate_regression()
      • evaluate_regression_multiple_seeds()
      • evaluate_survival_estimator()
      • evaluate_survival_estimator_multiple_seeds()
      • score_classification_model()
    • autoprognosis.utils.torch module
      • one_hot_encoder()

Submodules

• autoprognosis.logger module
  • add()
  • create_log_and_print_function()
  • critical()
  • debug()
  • error()
  • info()
  • remove()
  • trace()
  • traceback()
  • traceback_and_raise()
  • warning()
• autoprognosis.version module